Clicking that X will hide the album in iTunes, but you might still see the album on your iPhone, due to the “Show All Music” setting.

To turn off “Show All Music,” go to your iPhone’s Settings, tap “Music,” and scroll until you see the toggle to turn off “Show All Music.”

You can also turn off this feature by going to Settings, navigating to “iTunes & App Store,” and turning off “Show All Music” from there.

Either way works, and your iPhone will apply your most recent choice, so you don’t have to worry about checking that it’s turned off in both locations.

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